Coarse-graining is a technique used in various fields to reduce the complexity of a system by averaging or integrating out the less relevant details, allowing for a more manageable analysis of the system's macroscopic properties. This approach is crucial in fields like statistical mechanics and computational modeling, where it helps bridge the gap between microscopic interactions and macroscopic phenomena.